Consumer Willingness to Fly on Advanced Air Mobility (AAM) Electric Vertical Takeoff and Landing (eVTOL) Aircraft

Main Article Content

David Ison

Abstract

For any novel means of transportation to thrive, its success hinges on the willingness of prospective customers to adopt the new system. To explore consumer willingness to participate in Advanced Air Mobility (AAM) by flying on electric vertical takeoff and landing (eVTOL) aircraft, an online survey of 975 individuals in the U.S. was conducted using an existing Willingness to Fly (WTF) scale designed specifically for assessing the acceptance of new aviation technologies and services. Most respondents expressed interest in flying on an eVTOL but planned to wait a few months after service starts before participating in AAM. Overall, the most frequent responses were “agree†and “strongly agree" with being WTF in eVTOLs. The survey offered four different eVTOL flight scenarios, with respondent WTF decreasing as weather or conditions deteriorated. Images of specific eVTOL models were used to assess WTF on each aircraft type. The vehicle with the most unique type of powerplants resulted in the lowest reported WTF. The study also analyzed the WTF of flying on eVTOLs across various demographic attributes. Results showed significant differences between genders, with males having a higher average WTF score. There was a weak negative correlation between WTF and age. Married respondents had the highest WTF, followed by single persons. WTF varied significantly across types of employment, income, and educational attainment. The highest WTF scores were found in the $50,000-74,999 range, with urban respondents having higher WTF than those in suburban and rural locations. Safety and cost were the top two concerns among all levels of WTF. The combination of employment status and marital status was found to be most correlated to WTF. By comprehending the inclination of consumers to travel in eVTOL aircraft, policymakers, manufacturers, and stakeholders can garner valuable insights into market demand, consumer preferences, sustainable transportation, and environmental considerations. Identifying characteristics that support or inhibit customer acceptability can assist in overcoming resistance to adoption and lead to more effective implementation of eVTOLs. Public outreach and education may be warranted to promote familiarity and passion among potential users, increasing interest and involvement. Recommendations for future research include repeating the study with an international sample and exploring willingness to pay for AAM services.

Article Details

Section
Peer-Reviewed Articles

References

AAPOR. (2023). Response rates calculator. https://aapor.org/response-rates/

Ahmed, S. S., Hulme, K. F., Fountas, G., Eker, U., Benedyk, I. V., Still, S. E., & Anastasopoulos, P. C. (2020, July 16). The flying car—challenges and strategies toward future adoption. Frontiers in Built Environment, 6. https://doi.org/10.3389/fbuil.2020.00106

Agustinho, J. R., & Bento, C. A. (2022). Operational requirements analysis for electric vertical takeoff and landing vehicle in the Brazilian regulatory framework. Journal of Aerospace Technology and Management, 14. https://doi.org/10.1590/jatm.v14.1269

Alexander, J. (2020, October 22). 11 reasons why Quibi crashed and burned in less than a year. The Verge. https://www.theverge.com/2020/10/22/21528404/quibi-shut-down-cost- subscribers-content-tv-movies-katzenberg-whitman-tiktok-netflix

Altamirano, G., Suh, P. M., Malpica, C., Matt, J., Foster, J. V., Hunson, C., & Schuet, S. (2023). Flying qualities analysis and piloted simulation testing of a lift+cruise vehicle with propulsion failures in hover and low-speed conditions. https://doi.org/10.4050/f-0079 2023-18078

Anania, E., Rice, S., Winter, S., Milner, M., Walters, N., & Pierce, M. (2018). Why people are not willing to let their children ride in driverless school buses: a gender and nationality comparison. Social Sciences, 7(3), 34. https://doi.org/10.3390/socsci7030034

Behme, J., & Planing, P. (2020). Air taxis as a mobility solution for cities—Empirical research on customer acceptance of urban air mobility. In Innovations for Metropolitan Areas: Intelligent Solutions for Mobility, Logistics and Infrastructure Designed for Citizens (pp. 93-103). Berlin, Germany: Springer Berlin Heidelberg.

Biehle, T. (2022, July 29). Social Sustainable Urban Air Mobility in Europe. Sustainability, 14(15), 9312. https://doi.org/10.3390/su14159312

Choi, W., & Hampton, S. (2020). Scenario-Based Strategic Planning for Future Civil Vertical Take-off and Landing (VTOL) Transport. Journal of Aviation/Aerospace Education & Research. https://doi.org/10.15394/jaaer.2020.1808

Cohn, D., & Passel, J. (2022, June 8). Key factors about the quality of the 2020 census. https://www.pewresearch.org/short-reads/2022/06/08/key-facts-about-the-quality-of-the- 2020-census/

Dillman, D. A., Smyth, J. D., & Christian, L. M. (2014). Internet, phone, mail, and mixed-mode surveys – The tailored design method. John Wiley & Sons, Inc.

Edwards, M. L., & Smith, B. C. (2014). The effects of the neutral response option on the extremeness of participant responses. Journal of Undergraduate Scholarship, 6, 30.

European Aviation Safety Agency. (2013). EASA: Automation policy bridging design and training principles. https://www.easa.europa.eu/sites/default/files/ dfu/sms-docs-EASp- SYS5.6---Automation-Policy---28-May-2013.pdf

Farrell, M., & Sweeney, B. (2021). Amazon’s MTurk: A currently underutilized resource for survey researchers? Accounting, Finance, & Governance Review, 27(1), 36–53. https://doi.org/10.52399/001c22019

Federal Aviation Administration. (2023). Urban Air Mobility (UAM) Concept of Operations. https://www.faa.gov/sites/faa.gov/files/Urban%20Air%20Mobility%20%28UAM%29% 20Concept%20of%20Operations%202.0_0.pdf

Ferrão, I. G., Espes, D., Dezan, C., & Branco, K. R. L. J. C. (2022, September 12). Security and safety concerns in air taxis: A systematic literature review. Sensors, 22(18), 6875. https://doi.org/10.3390/s22186875

Garland, R. (1991). The mid-point on a rating scale: Is it desirable? Marketing Bulletin, 2(1), 66–70.

Garrow, L. A., German, B. J., & Leonard, C. E. (2021). Urban air mobility: A comprehensive review and comparative analysis with autonomous and electric ground transportation for informing future research. Transportation Research Part C: Emerging Technologies, 132, 103377.

Han, H., Yu, J., & Kim, W. (2019). An electric airplane: Assessing the effect of travelers' perceived risk, attitude, and new product knowledge. Journal of Air Transport Management, 78, 33-42.

Higueras-Castillo, E., Molinillo, S., Coca-Stefaniak, J. A., & Liebana-Cabanillas, F. (2020). Potential early adopters of hybrid and electric vehicles in Spain—Towards a customer profile. Sustainability, 12(11), 4345.

Hinkin, T. R. (1998). A brief tutorial on the development of measures for use in survey questionnaires. Organizational Research Methods, 1(1), 104–121. http://dx.doi.org/10.1177/109442819800100106

Huff, C., & Tingley, D. (2015). “Who are these people?†Evaluating the demographic characteristics and political preferences of MTurk survey respondents. Research & Politics, 2(3). https://doi.org/10.1177/2053168015604648

James, G. (2014). 20 epic fails in global branding. Inc. Magazine. https://www.inc.com/geoffrey-james/the-20-worst-brand-translations-of-all-time.html

Kim, S., Choo, S., Choi, S., & Lee, H. (2021, August 19). What factors affect commuters’ utility of choosing mobility as a service? An empirical evidence from Seoul. Sustainability, 13(16), 9324. https://doi.org/10.3390/su13169324

Koumoustidi, A., Pagoni, I., & Polydoropoulou, A. (2022, March 7). A new mobility era: Stakeholders’ insights regarding Urban Air Mobility. Sustainability, 14(5), 3128. https://doi.org/10.3390/su14053128

Leung, S. (2011). A comparison of psychometric properties and normality in 4-, 5-, 6-, and 11 point Likert scales. Journal of Social Service Research, 37(4), 412–421. https://doi.org 10.1080/01488376.2011.580697

Li, X., Wang, Y., Tang, J., Shi, L., & Zhao, T. (2022). Emotional wellbeing in intercity travel: factors affecting passengers' long-distance travel moods. Frontiers in Public Health, 10. https://doi.org/10.3389/fpubh.2022.1046922

Meister, D., & Gawron, V. (2010). Measurement in aviation systems. In J. A. Wise, V. David Hopkins, & Daniel J. Garland (Eds.), Handbook of aviation human factors (pp. 3/1-3/15). Boca Raton, FL: CRC Press.

Pew Research. (2023). How can a survey of 1,000 people tell you what the whole U.S. thinks? https://www.pewresearch.org/short-reads/2017/05/12/methods-101-random-sampling/

Postorino, M. N., & Sarné, G. M. L. (2020, April 28). Reinventing mobility paradigms: flying car scenarios and challenges for urban mobility. Sustainability, 12(9), 3581. https://doi.org/10.3390/su12093581

Rautray, P., Mathew, D. J., & Eisenbart, B. (2020). Users’ survey for development of passenger drones. Proceedings of the Design Society: DESIGN Conference, 1, 1637–1646. https://doi.org/10.1017/dsd.2020.39

Rice, S., Winter, S., Doherty, S., & Milner, M. (2020). A practical guide for using electronic surveys in aviation research: Best practices explained. International Journal of Aviation, Aeronautics, and Aerospace, 7(2), 1. https://doi.org/10.7771/2159-6670.1160

Rice, S., Winter, S., Kraemer, K., Mehta, R., & Oyman, K. (2015). How do depression medications taken by pilots affect passengers’ willingness to fly—a mediation analysis. Review of European Studies, 7(11), 200. https://doi.org/10.5539/res.v7n11p200

Rice, S., Winter, S., Tamilselvan, G., & Milner, M. (2017). Attitudes toward controlled rest in position (CRIP): a gender comparison between pilots and non-pilots. International Journal of Aviation Aeronautics and Aerospace, 4(3). https://doi.org/10.15394/ijaaa.2017.1181

Riza, L., Bruehl, R., Fricke, H., & Planing, P. (2024). Will air taxis extend public transportation? A scenario-based approach on user acceptance in different urban settings. Transportation Research Interdisciplinary Perspectives, 23, 101001.

Shaikh, A. A., & Karjaluoto, H. (2015). Mobile banking adoption: a literature review. Telematics and Informatics, 32(1), 129-142. https://doi.org/10.1016/j.tele.2014.05.003

Sharafkhani, M., Argyle, E. M., Cobb, S., & Tennent, P. (2021). Posture, movement, and aircraft passengers: An investigation into factors influencing in-flight discomfort. Work, 68(s1), S183-S195. https://doi.org/10.3233/wor-208016

Shariff, A., Bonnefon, J. F., & Rahwan, I. (2017). Psychological roadblocks to the adoption of self-driving vehicles. Nature Human Behaviour, 1(10), 694–696. https://doi.org/10.1038/s41562-017-0202-6

Schindler, R. M. (1992). The real lesson of new coke: The value of focus groups for predicting the effects of social influence. Marketing Research, 4(4), 22.

Tom, N. M. F. (2020, June 30). Crashed! Why drone delivery is another tech idea not ready to take off. International Business Research, 13(7), 251. https://doi.org/10.5539/ibr.v13n7p251

U.S. Census Bureau. (2022). 2020 Census. https://www.census.gov/programs-surveys/decennial-census/

decade/2020/2020-census-main.html

Vance, S. M., & Malik, A. S. (2015). Analysis of factors that may be essential in the decision to fly on fully autonomous passenger airliners. Journal of Advanced Transportation, 49(7), 829-854. https://doi.org/10.1002/atr.1308

Ward, K. A., Winter, S. R., Cross, D. S., Robbins, J. M., Mehta, R., Doherty, S., & Rice, S. (2021). Safety systems, culture, and willingness to fly in autonomous air taxis: A multi-study and mediation analysis. Journal of Air Transport Management, 91, 101975.

Winter, S. R., Rice, S., & Lamb, T. L. (2020). A prediction model of Consumer’s willingness to fly in autonomous air taxis. Journal of Air Transport Management, 89, 101926. https://doi.org/10.1016/j.jairtraman.2020.101926

Winter, S. R., Rice, S., Mehta, R., Cremer, I., Reid, K. M., Rosser, T. G., & Moore, J. C. (2015). Indian and American consumer perceptions of cockpit configuration policy. Journal of Air Transport Management, 42, 226–231. https://doi.org/10.1016/j.jairtraman.2014.11.003

Yavas, V., & Tez, Ö. Y. (2023). Consumer intention over upcoming utopia: Urban Air Mobility. Journal of Air Transport Management, 107, 102336.

Zaps, R., & Chankov, S. M. (2022, December). Are consumers ready for flying taxis? A choice-based conjoint analysis of eVTOLs in Germany. In 2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) (pp. 1337-1341). IEEE.

Zhang, B., & Gearhart, S. (2020). Collecting online survey data: A comparison of data quality among a commercial panel & MTurk. Survey Practice, 13(1). https://doi.org/10.29115/SP-2020-0015

Zuraikat, L. (2020). Google Glass: A case study. Performance Improvement, 59(6), 14–20.